Discover Awesome MCP Servers

My Credentials MCP Server

Enables secure chat-based interaction with PostgreSQL databases through Claude Desktop. Features GitHub OAuth authentication, role-based access control, and enterprise-grade security for database queries and operations.

MedSci Agent

An open source biomedical research agent that provides LLMs with 28 tools for drug discovery, protein analysis, literature search, medical imaging, omics, and sandbox execution, all running locally via Ollama and MedGemma.

keplero-hotels

MCP server that provides hotel search over a PDF-extracted catalog using ChromaDB vector retrieval. Offers a single search_hotels tool returning up to five Markdown results from natural-language queries.

Expense Tracker MCP Server

Enables users to manage expenses with category support, including adding expenses with date, amount, category, and notes, using SQLite for persistence.

DPS-Superskills-MCP

Exposes 31 high-assurance agentic coding skills as MCP tools and resources, enabling AI agents to invoke structured workflows across DISCIPLINE, TECHNIQUE, KNOWLEDGE LAYER, and REFERENCE registers.

elim-mcp

An MCP server that gives coding agents a persistent, chained memory of debugging investigations, tracking what's been tried, ruled out, and solved across sessions and scopes.

transcript-mcp-claude

An all-in-one MCP server for transcription, supporting YouTube, audio, and video with translation, summarization, chapter generation, subtitle export, and batch processing via 19 tools.

WikiTree MCP server

Integrates with the WikiTree API to provide tools for exploring genealogical data, including ancestor and descendant information. It enables users to retrieve biographies and family relationships through any application supporting the Model Context Protocol.

NBA MCP Server

A Model Context Protocol server that enables LLMs to retrieve NBA data including player stats, team information, game logs, and league standings through the nba_api library.

TransForm MCP Server

Enables dynamic format selection (JSON, Parquet, Arrow IPC) for MCP tool outputs, with a Java Spring Boot server and Python client for agentic data systems.

ops-mcp-kit

Enables AI assistants to query company logs, databases, caches, and config centers (e.g., Aliyun SLS, MySQL, Redis, Nacos) through local MCP servers, with read-only enforcement and SSH tunneling for production access.

TMDB MCP Server

Provides access to The Movie Database (TMDB) API for searching movies, retrieving movie details, cast information, and browsing current, upcoming, popular, and top-rated films, as well as searching for actors and directors.

adr-skills

Automatically generates Architecture Decision Records (ADRs) from Claude Code conversations using Claude Opus. Features AI quality review, duplicate detection, and dependency graph.

simplecov-mcp

Enables Claude to directly access and analyze Ruby SimpleCov coverage reports for Rails projects. It allows users to retrieve coverage summaries, filter files by coverage rates, and identify specific uncovered lines to streamline test development.

GitHub MCP Server

Python MCP server for GitHub operations, providing native tool integration with Claude Code and other MCP clients. It enables managing issues, pull requests, CI status, milestones, and batch operations via natural language.

Dify Knowledge MCP Server

A Model Context Protocol server that enables AI assistants like Cursor to directly query and retrieve information from Dify knowledge bases through natural language.

XiaoHongShu MCP

Enables AI agents to publish content to XiaoHongShu (Little Red Book) social platform, including checking login status and posting with titles, content, images, and hashtags through browser automation.

Philips Hue MCP Server

Enables AI assistants to control Philips Hue smart lighting systems using natural language, supporting light control, group management, scenes, and presets.

mcp-gatehouse

Permission tiers, approval gates, and audit logging for MCP servers.

portfolio-agent

Provides grounded investment decisions with evidence links and invalidation conditions, enabling users to review their portfolio through a structured decision process.

mcp.shop

An MCP-based web shop server that enables users to authenticate and order t-shirts through MCP tools. Features secure authentication with WorkOS AuthKit and admin functionality for viewing order details.

Threat.Zone MCP Server

Provides LLMs with access to Threat.Zone's malware analysis capabilities through standardized MCP tools, allowing for file and URL analysis, sandbox execution, and threat intelligence retrieval.

telegram-agent-mcp

MCP server that exposes a Telegram bot over stdio transport, enabling LLM agents to discover each other, announce capabilities, and communicate via messages in shared group chats. It provides tools like whoami, announce, list_agents, ping_agent, send_message, list_chats, get_recent_messages, and wait_for_reply.

karte-datahub-mcp

Enables AI assistants to securely query and analyze KARTE event data via BigQuery. It provides tools for fetching event logs, aggregating data, and exploring schemas using natural language.

motherflame

MCP server that connects AI agents to a shared organizational knowledge base, allowing them to query company-specific context like pricing, team, and strategy.

Weather MCP Server

Provides current weather information and forecasts for major cities through MCP tools and resources. Supports getting weather data, multi-day forecasts, and listing available cities with mock data for demonstration purposes.

ylx-dev

Development assistant for YLx photo proofing platform, enabling PR review, codebase queries, feature suggestions, audits, test generation, and deployment monitoring.

Raccoon AI MCP Server

Un servidor de Protocolo de Contexto de Modelo que permite la navegación web, la extracción de datos y la automatización de tareas web complejas a través de la API LAM de Raccoon AI.

MCP NEAR Wallet Server

Enables Claude Desktop and MCP clients to interact with NEAR blockchain accounts for balance checks, account info, access keys, transaction status, and sending signed transactions.